Tor's obfs4 protocol is pretty difficult to block, and it has some other transports that are options if obfs4 is unusable in a heavy censorship regime. This page is a good overview of how to start; with the right transport and bridge setup it'll be extremely difficult for your ISP to prevent you having access.
You could make your home server a securely-accessed onion site and connect to a remote-access-via-web service you're running there. That part might be a little challenging (and this process overall may be overkill) but it'd be very challenging for them to block it, I think, so if you've tried some things and had no luck, that might be the way to do it.
Be careful obviously